A device can receive a data model that has been trained on base map data and summary statistics data associated with a first geographic region. The device can obtain additional base map data associated with a second geographic region and additional summary statistics data for a set of junctions within the second geographic region. The device can determine traffic control mechanisms associated with the set of junctions by providing the additional base map data and the additional summary statistics data as input for the data model. The device can generate, using output of the data model, a base map that includes information indicating whether the set of junctions include traffic control mechanisms. The device can, after generating the base map, perform one or more actions associated with improving vehicle navigation or traffic management.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    IDENTIFICATION OF TRAFFIC CONTROL MECHANISMS USING MACHINE LEARNING


    Beteiligte:
    ENO JOSHUA D (Autor:in) / STORZ TRISTAN (Autor:in) / O'DWYER JOHN P (Autor:in) / WILLIAMS LINDY (Autor:in) / RASHEED ZEEHASHAM (Autor:in) / BRACKNEY KEVIN (Autor:in)

    Erscheinungsdatum :

    2019-02-07


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    Identification of traffic control mechanisms using machine learning

    ENO JOSHUA D / STORZ TRISTAN / O'DWYER JOHN P et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    Intelligent Traffic Signal Control System Using Machine Learning Techniques

    Ali, Mohammad / Lavanya Devi, G. / Neelapu, Ramesh | Springer Verlag | 2020


    Highway Work Zone Dynamic Traffic Control Using Machine Learning

    Jacob, C. / Abdulhai, B. / Hadayeghi, A. et al. | IEEE | 2006


    MACHINE-LEARNING BASED CONTROL OF TRAFFIC OPERATION

    PITTMAN MARK ERIC / SACHARNY DAVID / CANTWELL JENNIFER et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    Machine-learning based control of traffic operation

    PITTMAN MARK ERIC / SACHARNY DAVID / CANTWELL JENNIFER et al. | Europäisches Patentamt | 2024

    Freier Zugriff